An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks

被引:1
|
作者
Araújo, José Denes Lima [1 ]
da Cruz, Luana Batista [1 ]
Ferreira, Jonnison Lima [1 ,2 ]
da Silva Neto, Otilio Paulo [1 ,3 ]
Silva, Aristófanes Corrêa [1 ]
de Paiva, Anselmo Cardoso [1 ]
Gattass, Marcelo [4 ]
机构
[1] Applied Computing Group (NCA - UFMA), Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, 65085-580, São Luís,MA, Brazil
[2] Federal Institute of Amazonas Rua Santos Dumont, SN, Campus Tabatinga, Vila Verde, Tabatinga,AM,69640-000, Brazil
[3] Federal Institute of Piauí, Praça da Liberdade, 1597, Campus Teresina Central, Centro, 64000-040, Teresina,PI, Brazil
[4] Pontifical Catholic University of Rio de Janeiro, R. São Vicente, 225, Gávea, Rio de Janeiro,RJ,22453-900, Brazil
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks
    Araujo, Jose Denes Lima
    da Cruz, Luana Batista
    Ferreira, Jonnison Lima
    Neto, Otilio Paulo da Silva
    Silva, Aristofanes Correa
    de Paiva, Anselmo Cardoso
    Gattass, Marcelo
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 180
  • [2] Automatic Segmentation of Computed Tomography Images of Liver Using Watershed and Thresholding Algorithms
    Avsar, T. S.
    Arica, S.
    EMBEC & NBC 2017, 2018, 65 : 414 - 417
  • [3] Liver Segmentation in CT Images Using Deep Neural Networks
    Ghofrani, Fatemeh
    Behnam, Hamid
    Motlagh, Hamid Didari Khamseh
    2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2020, : 131 - 135
  • [4] Kidney segmentation from computed tomography images using deep neural network
    da Cruz, Luana Batista
    Lima Araujo, Jose Denes
    Ferreira, Jonnison Lima
    Bandeira Diniz, Joao Otavio
    Silva, Aristofanes Correa
    Sousa de Almeida, Joao Dallyson
    de Paiva, Anselmo Cardoso
    Gattass, Marcelo
    COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 123
  • [5] Liver segmentation from computed tomography images using cascade deep learning
    Araujo, Jose Denes Lima
    da Cruz, Luana Batista
    Diniz, Joao Otavio Bandeira
    Ferreira, Jonnison Lima
    Silva, Aristofanes Correa
    de Paiva, Anselmo Cardoso
    Gattass, Marcelo
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 140
  • [6] Automatic Segmentation of Liver from Abdominal Computed Tomography Images Using Energy Feature
    Rajamanickam, Prabakaran
    Darmanayagam, Shiloah Elizabeth
    Raj, Sunil Retmin Raj Cyril
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 67 (01): : 709 - 722
  • [7] Automatic Segmentation of the Prostate on CT Images Using Deep Neural Networks (DNN)
    Liu, Chang
    Gardner, Stephen J.
    Wen, Ning
    Elshaikh, Mohamed A.
    Siddiqui, Farzan
    Movsas, Benjamin
    Chetty, Indrin J.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 104 (04): : 924 - 932
  • [8] Automatic Segmentation Using Deep Convolutional Neural Networks for Tumor CT Images
    Li, Yunbo
    Li, Xiaofeng
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2023, 37 (03)
  • [9] Segmentation of liver tumors in multiphase computed tomography images using hybrid method
    Wu, Jiaqi
    Furuzuki, Muki
    Li, Guangxu
    Kamiya, Tohru
    Mabu, Shingo
    Tanabe, Masahiro
    Ito, Katsuyoshi
    Kido, Shoji
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 97
  • [10] Automated femur segmentation from computed tomography images using a deep neural network
    Bjornsson, P. A.
    Helgason, B.
    Palsson, H.
    Sigurdsson, S.
    Gudnason, V.
    Ellingsen, L. M.
    MEDICAL IMAGING 2021: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2021, 11600